Shall We Talk: Exploring Spontaneous Collaborations of Competing LLM Agents

Z Wu, S Zheng, Q Liu, X Han, BI Kwon… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advancements have shown that agents powered by large language models (LLMs)
possess capabilities to simulate human behaviors and societal dynamics. However, the …

Is There Any Social Principle for LLM-Based Agents?

J Bai, S Zhang, Z Chen - arXiv preprint arXiv:2308.11136, 2023 - arxiv.org
Paper Title (use style: paper title) Page 1 1 Is There Any Social Principle for LLM-Based
Agents? Jitao Bai 1, a * 1 Tianjin University Tianjin, China * Corresponding author: a e-mail …

AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents

C Ma, J Zhang, Z Zhu, C Yang, Y Yang, Y Jin… - arXiv preprint arXiv …, 2024 - arxiv.org
Evaluating large language models (LLMs) as general-purpose agents is essential for
understanding their capabilities and facilitating their integration into practical applications …

Artificial agency and large language models

M Van Lier, G Muñoz-Gil - arXiv preprint arXiv:2407.16190, 2024 - arxiv.org
The arrival of Large Language Models (LLMs) has stirred up philosophical debates about
the possibility of realizing agency in an artificial manner. In this work we contribute to the …

Towards large language model-based personal agents in the enterprise: Current trends and open problems

V Muthusamy, Y Rizk, K Kate… - Findings of the …, 2023 - aclanthology.org
There is an emerging trend to use large language models (LLMs) to reason about complex
goals and orchestrate a set of pluggable tools or APIs to accomplish a goal. This …

Middleware for llms: Tools are instrumental for language agents in complex environments

Y Gu, Y Shu, H Yu, X Liu, Y Dong, J Tang… - arXiv preprint arXiv …, 2024 - arxiv.org
The applications of large language models (LLMs) have expanded well beyond the confines
of text processing, signaling a new era where LLMs are envisioned as generalist language …

Exploring the intersection of large language models and agent-based modeling via prompt engineering

E Junprung - arXiv preprint arXiv:2308.07411, 2023 - arxiv.org
The final frontier for simulation is the accurate representation of complex, real-world social
systems. While agent-based modeling (ABM) seeks to study the behavior and interactions of …

Systematic biases in LLM simulations of debates

A Taubenfeld, Y Dover, R Reichart… - arXiv preprint arXiv …, 2024 - arxiv.org
Recent advancements in natural language processing, especially the emergence of Large
Language Models (LLMs), have opened exciting possibilities for constructing computational …

MAgIC: Benchmarking Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration

L Xu, Z Hu, D Zhou, H Ren, Z Dong, K Keutzer… - arXiv preprint arXiv …, 2023 - arxiv.org
Large Language Models (LLMs) have marked a significant advancement in the field of
natural language processing, demonstrating exceptional capabilities in reasoning, tool …

Magic: Investigation of large language model powered multi-agent in cognition, adaptability, rationality and collaboration

L Xu, Z Hu, D Zhou, H Ren, Z Dong… - ICLR 2024 Workshop …, 2023 - openreview.net
Large Language Models (LLMs) have marked a significant advancement in the field of
natural language processing, demonstrating exceptional capabilities in reasoning, tool …